The graph represents a network of 5,730 Twitter users whose recent tweets contained "gates (climate OR divest OR keepitintheground OR oil OR gas OR environment OR green)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 04:49 UTC.
The tweets in the network were tweeted over the 1633-day, 11-hour, 39-minute period from Friday, 20 July 2018 at 13:04 UTC to Monday, 09 January 2023 at 00:44 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 5730
Unique Edges : 2091
Edges With Duplicates : 9837
Total Edges : 11928
Number of Edge Types : 9
Replies to : 1087
MentionsInReplyTo : 1795
Retweet : 3736
MentionsInRetweet : 4314
Tweet : 667
Mentions : 173
Quote : 130
MentionsInQuoteReply : 9
MentionsInQuote : 17
Self-Loops : 930
Reciprocated Vertex Pair Ratio : 0.0167845976633207
Reciprocated Edge Ratio : 0.0330150509791228
Connected Components : 683
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 3693
Maximum Edges in a Connected Component : 8287
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.77667
Graph Density : 0.000188228226801153
Modularity : 0.509216
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,730 Twitter users whose recent tweets contained "gates (climate OR divest OR keepitintheground OR oil OR gas OR environment OR green)", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 04:49 UTC.
The tweets in the network were tweeted over the 1633-day, 11-hour, 39-minute period from Friday, 20 July 2018 at 13:04 UTC to Monday, 09 January 2023 at 00:44 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : gates (climate OR divest OR keepitintheground OR oil OR gas OR environment OR green)
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3851] bill,gates [1318] video,clip [1318] gates,video [1317] reveals,anyone [1317] anyone,bare [1317] change,scam' [1317] clip,2018 [1317] scam',billionaire [1317] 2018,reveals [1317] billionaire,bill Top Word Pairs in Tweet in G1:
[1277] bill,gates [1259] video,clip [1258] gates,video [1258] anyone,bare [1258] reveals,anyone [1258] clip,2018 [1258] change,scam' [1258] billionaire,bill [1258] scam',billionaire [1258] 2018,reveals Top Word Pairs in Tweet in G2:
[578] bill,gates [552] attack,bill [552] under,attack [550] petersweden7,under [449] isd,wrote [449] gates,funds [449] piece,trying [449] funds,organization [449] organization,called [449] wrote,hit Top Word Pairs in Tweet in G3:
[313] bill,gates [290] gas,station [277] station,sushi [272] mattwallace888,trust [204] sushi,more [173] more,bill [114] old,gas [111] week,old [111] trust,week [110] rlgenx73,mattwallace888 Top Word Pairs in Tweet in G4:
[141] bill,gates [70] climate,change [18] inner,circle [17] gates,caught [17] admitting,climate [17] gates,green [17] caught,admitting [16] change,wef [16] scam,inner [16] climate,disaster Top Word Pairs in Tweet in G5:
[205] bill,gates [196] far,left [196] speaking,far [196] steam,aoc [196] humanism,gaining [196] left,care [196] gates,speaking [196] anti,humanism [196] aoc,bill [196] care,less Top Word Pairs in Tweet in G6:
[172] bill,gates [148] climate,change [136] gates,caught [136] admitting,climate [136] caught,admitting [135] wef,scam [135] inner,circle [135] scam,inner [135] change,wef [134] raine72parrott,bill Top Word Pairs in Tweet in G7:
[145] step,right [145] direction,green [145] 2023,hope [145] right,direction [145] hope,step [145] green,shoot [145] shoot,signs [145] hope,2023 [144] signs,th [144] steveschmidtses,hope Top Word Pairs in Tweet in G8:
[142] climate,change [139] bill,gates [133] fix,climate [130] grow,world [130] worse,fix [130] grandchildren,grow [130] dramatically,worse [130] gates,grandchildren [130] world,dramatically [127] cnbc,bill Top Word Pairs in Tweet in G9:
[48] bill,gates [34] climate,change [9] change,action [9] tesla,claiming [9] support,climate [9] claiming,support [9] making,fun [9] fun,gates [9] gates,shorting [9] shorting,tesla Top Word Pairs in Tweet in G10:
[55] bill,gates [38] climate,change [19] fix,climate [18] grow,world [18] grandchildren,grow [18] dramatically,worse [18] worse,don [18] don,fix [18] gates,grandchildren [18] backtolife_2023,bill Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: